Robert Daniel Johnston

Dr. Robert Daniel Johnston


Research Focus & Metrics

Academic Career Length

23Years (2004-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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13 December 2022 in International Journal for Numerical Methods in Biomedical Engineering
Verified
Journal Article
Open access
RJRobert Daniel Johnston
Robert Daniel Johnston
MGMilad Ghasemi
Milad Ghasemi
CLCaitriona Lally
Caitriona Lally
The carotid bifurcation experiences a complex loading environment due to its anatomical structure. Previous in‐vivo material parameter estimation methods often use simplified model geometries, isotropic hyperelastic constitutive equations or neglect key aspects of the vessel, such as the zero‐pressure configuration or residual stress, all of which have independently been shown to alter the stress environment of the vessel wall. Characterizing the location of high stress in the vessel wall has often been proposed as a potential indicator of structural weakness. However, excluding the afore‐mentioned zero‐pressure configuration, residual stress and patient‐specific material parameters can lead to an incorrect estimation of the true stress values observed, meaning that stress alone as a risk indicator of rupture is insufficient. In this study, we investigate how the estimated material parameters and overall stress distributions in geometries of carotid bifurcations, extracted from in‐vivo MR images, alter with the inclusion of the zero‐pressure configuration and residual stress. This approach consists of the following steps: (1) geometry segmentation and hexahedral meshing from in‐vivo magnetic resonance images (MRI) at two known phases; (2) computation of the zero‐pressure configuration and the associated residual stresses; (3) minimization of an objective function built on the difference between the stress states of an “almost true” stress field at two known phases and a “deformed” stress field by altering the input material parameters to determine patient‐specific material properties; and (4) comparison of the stress distributions throughout these carotid bifurcations for all cases with estimated material parameters. This numerical approach provides insights into the need for estimation of both the zero‐pressure configuration and residual stress for accurate material property estimation and stress analysis for the carotid bifurcation, establishing the reliability of stress as a rupture risk metric.

29 October 2021 in Frontiers in Physiology
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Journal Article
Open access
MGMilad Ghasemi
Milad Ghasemi
RJRobert Daniel Johnston
Robert Daniel Johnston
CLCaitriona Lally
Caitriona Lally
Atherosclerotic plaque rupture in carotid arteries can lead to stroke which is one of the leading causes of death or disability worldwide. The accumulation of atherosclerotic plaque in an artery changes the mechanical properties of the vessel. Whilst healthy arteries can continuously adapt to mechanical loads by remodelling their internal structure, particularly the load-bearing collagen fibres, diseased vessels may have limited remodelling capabilities. In this study, a local stress modulated remodelling algorithm is proposed to explore the mechanical response of arterial tissue to the remodelling of collagen fibres. This stress driven remodelling algorithm is used to predict the optimum distribution of fibres in healthy and diseased human carotid bifurcations obtained using Magnetic Resonance Imaging (MRI). In the models, healthy geometries were segmented into two layers: media and adventitia and diseased into four components: adventitia, media, plaque atheroma and lipid pool (when present in the MRI images). A novel meshing technique for hexahedral meshing of these geometries is also demonstrated. Using the remodelling algorithm, the optimum fibre patterns in various patient specific plaques are identified and the role that deviations from these fibre configurations in plaque vulnerability is shown. This study provides critical insights into the collagen fibre patterns required in carotid artery and plaque tissue to maintain plaque stability.

15 March 2024 in Acta Biomaterialia
Verified
Journal Article
Open access
SBShirsha Bose
Shirsha Bose
MKMajid Akbarzadeh Khorshidi
Majid Akbarzadeh Khorshidi
RJRobert Daniel Johnston
Robert Daniel Johnston
BWBrian Watschke
Brian Watschke
EMEvania Mareena
Evania Mareena
CLCaitriona Lally
Caitriona Lally
Erectile dysfunction (ED) predominantly affects men in their 40-70s and can lead to a poor quality of life. One option for ED treatment is surgical implantation of an inflatable penile prosthesis (IPP). However, they can be associated with negative outcomes including infection, migration or fibrosis. To improve outcomes, the interaction between the IPP device and surrounding tissues needs further investigation and this could be achieved using pre-clinical testbeds, but they need to be informed by extensive tissue testing. In this study, an experimental approach is adopted to characterise the mechanics of horse penile tissue and establish a testing protocol for penile tissue. The whole penis segments were tested in plate compression tests to obtain whole penis behaviour which is necessary for validation of a pre-clinical testbed, whilst tensile and compression tests were performed on individual penile tissues, namely corpus cavernosa and tunica albuginea. The second part of the paper deals with the development of a computational model employing an inverse finite element approach to estimate the material parameters of each tissue layer. These material parameters are in a good agreement with the experimental results obtained from the individual tissue layers and whole organ tissue tests. This paper presents the first study proposing realistic nonlinear elastic material parameters for penile tissues and offers a validated testbed for IPPs. STATEMENT OF SIGNIFICANCE: Erectile Dysfunction (ED) affects over half the male population aged 40-70 potentially leading to a poor quality of life. Patients not responding to conventional treatments of ED, are advised to use penile prostheses which can create an erection using implanted inflatable cylinders. A significant drawback of such prostheses, however, is the substantial tissue damage they can induce during their usage. Preclinical testbeds, including computational and bench-top models, could offer an efficient means of improving device designs to mitigate this damage but such testbeds require extensive knowledge of penile tissue properties. In this study, the authors determine penile tissue mechanics and apply an inverse FE approach to characterise the penile material properties required to validate preclinical models of the penis.

9 May 2025 in Acta Biomaterialia
Verified
Journal Article
Open access
BTBrooke Tornifoglio
Brooke Tornifoglio
CHC. Hughes
C. Hughes
FDF. Digeronimo
F. Digeronimo
YGYasmine Guendouz
Yasmine Guendouz
RJRobert Daniel Johnston
Robert Daniel Johnston
CLCaitriona Lally
Caitriona Lally
Microstructural imaging enables researchers to visualise changes in the arterial wall, allowing for (i) a deeper understanding of the role of specific components in arterial mechanics, (ii) the observation of cellular responses, (iii) insights into pathological alterations in tissue microstructure, and/or (iv) advancements in tissue engineering aimed at replicating healthy native tissue. In this prospective review, we present various imaging modalities spanning from ex vivo to in vivo applications within arterial tissue. The pros, cons, and sensitivities of these modalities are highlighted. By consolidating the latest advancements in microstructural imaging of arterial tissue, the authors aim for this paper to serve as a guide for researchers designing experiments at various stages. Furthermore, the integration of non-invasive, non-destructive imaging techniques into studies provides an additional layer of microstructural information, enhancing scientific findings, improving our understanding of disease, and potentially enabling earlier or more effective diagnostic capabilities. STATEMENT OF SIGNIFICANCE: Microstructural imaging enables researchers to visualise changes in the arterial wall, allowing for (i) a deeper understanding of the role of specific components in arterial mechanics, (ii) the observation of cellular responses, (iii) insights into pathological alterations in tissue microstructure, and/or (iv) advancements in tissue engineering aimed at replicating healthy native tissue. By consolidating the latest advancements in microstructural imaging of arterial tissue, the authors aim for this paper to serve as a guide for researchers designing experiments at various stages. Furthermore, the integration of non-invasive, non-destructive imaging techniques into studies provides an additional layer of microstructural information, enhancing scientific findings, improving our understanding of disease, and potentially enabling earlier or more effective diagnostic capabilities.

23 July 2009 in Proceedings of the Nutrition Society
Verified
Journal Article
Open access
PDF file
RJRobert Daniel Johnston
Robert Daniel Johnston
PNP. Neild
P. Neild
Yvonne JeanesYvonne Jeanes
Yvonne Jeanes
TBT. E. Bowling
T. E. Bowling

19 December 2024 in Physics in Medicine & Biology
Verified
Journal Article
Open access
YGYasmine Guendouz
Yasmine Guendouz
NRNoor Adeebah Mohamed Razif
Noor Adeebah Mohamed Razif
FBFloriane Bernasconi
Floriane Bernasconi
GBGordon O’ Brien
Gordon O’ Brien
RJRobert Daniel Johnston
Robert Daniel Johnston
CLCaitriona Lally
Caitriona Lally
The clinical decision to establish if a patient with carotid disease should undergo surgical intervention is primarily based on the percent stenosis. Whilst this applies for high-grade stenosed vessels (>70%), it falls short for other cases. Due to the heterogeneity of plaque tissue, probing the mechanics of the tissue would likely provide further insights into why some plaques are more prone to rupture. Mechanical characterization of such tissue is nontrivial, however, due to the difficulties in collecting fresh, intact plaque tissue and using physiologically relevant mechanical testing of such material. The use of polyvinyl alcohol (PVA) cryogel is thus highly convenient because of its acoustic properties and tunable mechanical properties. Methods. The aim of this study is to demonstrate the potential of PVA phantoms to simulate atherosclerotic features. In addition, a testing and simulation framework is developed for full PVA vessel material characterization using ring tensile testing and inflation testing combined with non-invasive ultrasound imaging and computational modeling. Results. Strain stiffening behavior was observed in PVA through ring tensile tests, particularly at high (n = 6) freeze–thaw cycles (FTCs). Inflation testing of bi-layered phantoms featuring lipid pool inclusions demonstrated high strains at shoulder regions. The application of an inverse finite element framework successfully recovered boundaries and determined the shear moduli for the PVA wall to lie within the range 27–53 kPa. Conclusion. The imaging-modeling framework presented facilitates the use and characterization of arterial mimicking phantoms to further explore plaque rupture. It also shows translational potential for non-invasive mechanical characterization of atherosclerotic plaques to improve the identification of clinically relevant metrics of plaque vulnerability.